Updates to GPT-5.6 reasoning context
One of the quieter but more significant GPT-5.6 updates I'm excited to have played a part in is that reasoning context is preserved across turns, giving:
- better KV cache hit rate - reduces latency and cost
- less repeated reasoning on long-running tasks
- stronger follow-up behavior in complex environments when a task depends on prior hidden thinking